Rice DSP Publications

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2010
A. Waters, and V. Cevher, "Distributed Bearing Estimation via Matrix Completion", IEEE International Conferece on Acoustics, Speech, and Signal Processing (ICASSP), Dallas, Texas, March 2010. PDF Abstract
R. G. Baraniuk, V. Cevher, and M. B. Wakin, "Low-dimensional models for dimensionality reduction and signal recovery: A geometric perspective", to appear in Proceedings of the IEEE, 2010. PDF Abstract
R. G. Baraniuk, V. Cevher, M. F. Duarte, and C. Hegde, "Model-based Compressive Sensing", to appear in IEEE Transactions in Information Theory, 2010. PDF Abstract
2009
M. F. Duarte, V. Cevher, and R. G. Baraniuk, "Model-based compressive sensing for signal ensembles", Proceedings of the 47rd Allerton Conference on Communication, Control, and Computing, Monticello, IL, Sep. 2009. PDF Abstract
V. Cevher, and L. Kaplan, "Acoustic sensor network design for position estimation", ACM Transactions on Sensor Networks, 4(3), May 2009. PDF Abstract
V. Cevher, P. Indyk, C. Hegde, and R. G. Baraniuk, "Recovery of Clustered Sparse Signals from Compressive Measurements", Sampling Theory and Applications (SAMPTA), Marseille, May 2009. PDF Abstract
M. F. Duarte, C. Hegde, V. Cevher, and R. G. Baraniuk, "Recovery of Compressible Signals in Unions of Subspaces", Proceedings of the Conference on Information Sciences and Systems (CISS), Baltimore, MD/USA, Mar. 2009. PDF Slides Abstract
V. Cevher, "Learning with compressible priors", NIPS, Vancouver, B.C./Canada, Dec. 2009. PDF Abstract
C. Hegde, M. F. Duarte, and V. Cevher, "Compressive Sensing Recovery of Spike Trains Using Structured Sparsity", Proceedings of the Workshop on Signal Processing with Adaptive Sparse Representations (SPARS), Saint Malo, France, Apr. 2009. PDF Abstract
V. Cevher, P. T. Boufounos, R. G. Baraniuk, A. C. Gilbert, and M. J. Strauss, "Near-optimal Bayesian localization via incoherence and sparsity", IPSN 2009, San Francisco, CA/USA, Apr. 2009. PDF Abstract
V. Cevher, R. Chellappa, and J. H. McClellan, "Vehicle speed estimation using acoustic wave patterns", accepted at IEEE Transactions on Signal Processing, 2009. PDF Abstract
V. Cevher, P. Indyk, L. Carin, and R. G. Baraniuk, "A Tutorial on Sparse Signal Recovery with Graphical Models", submitted to IEEE Signal Processing Magazine, 2009.
2008
V. Cevher, A. C. Sankaranarayanan, M. F. Duarte, D. Reddy, R. G. Baraniuk, and R. Chellappa, "Compressive Sensing for Background Subtraction", Proceedings of the European Conference on Computer Vision (ECCV), Marseille/France, pp. 155-168, Oct. 2008. PDF Abstract
D. Reddy, A. C. Sankaranarayanan, V. Cevher, and R. Chellappa, "Compressed sensing for multi-view tracking and 3-D voxel reconstruction", ICIP 2008, San Diego, CA/USA, Oct. 2008. PDF Abstract
V. Cevher, P. T. Boufounos, M. F. Duarte, and R. G. Baraniuk, "Space Cutting for Distributed Localization", 42nd Asilomar Conference on Signals, Systems, and Computers, aa, Pacific Grove, CA, Oct. 2008.
V. Cevher, and R. G. Baraniuk, "Compressive sensing for sensor calibration", SAM 2008 Workshop, Darmstadt/Germany, July 2008. PDF Abstract
V. Cevher, M. F. Duarte, C. Hegde, and R. G. Baraniuk, "Sparse Signal Recovery Using Markov Random Fields", Proceedings of the Workshop on Neural Information Processing Systems (NIPS), Vancouver/Canada, Dec. 2008. PDF Abstract
V. Cevher, M. F. Duarte, and R. G. Baraniuk, "Distributed Target Localization via Spatial Sparsity", Proceedings of the European Signal Processing Conference (EUSIPCO), Laussane/Switzerland, Aug. 2008. PDF Abstract
V. Cevher, and L. Kaplan, "Pareto frontiers of sensor networks for localization", IPSN, St. Louis, MO, Apr. 2008. PDF Abstract

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